An overview of reinforcement learning techniques.
Damjan PecioskiViktor GavriloskiSimona DomazetovskaAnastasija IgnjatovskaPublished in: MECO (2023)
Keyphrases
- reinforcement learning
- function approximation
- state space
- temporal difference
- control problems
- learning capabilities
- reinforcement learning algorithms
- model free
- data sets
- learning problems
- markov decision processes
- dynamic programming
- optimal control
- machine learning
- robotic control
- policy search
- autonomous learning
- function approximators
- current status
- real time
- partially observable
- neural network
- supervised learning
- learning algorithm
- case study
- learning classifier systems
- active learning
- semi supervised
- monte carlo